{"id":"W3111633306","doi":"10.1111/liv.14765","title":"Royal Free Hospital‐estimated glomerular filtration rate for prognostic stratification of first acute kidney injury in cirrhosis","year":2020,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Renal function; Medicine; Renal replacement therapy; Acute kidney injury; Kidney disease; Creatinine; Internal medicine; Cirrhosis; Nephrology; Urology; Kidney transplantation; Transplantation; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003222823,0.0003915144,0.000681413,0.001217652,0.0002347355,0.0005712463,0.0004760528,0.000438787,0.00225685],"category_scores_gemma":[0.006713119,0.0001308315,0.0008625585,0.0009670436,0.0002129064,0.0004187366,0.0006415246,0.000848069,0.0004106328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000536085,"about_ca_system_score_gemma":0.0008606854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004419446,"about_ca_topic_score_gemma":0.004968566,"domain_scores_codex":[0.9988702,0.0005795614,0.0001078454,0.000120818,0.0001821128,0.0001394057],"domain_scores_gemma":[0.9955872,0.001128116,0.0016751,0.0003166055,0.0004554821,0.0008373875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001293824,0.00002748592,0.9890823,0.0000526446,0.000228181,0.00004083837,0.00001721339,0.0003560115,0.00008414718,0.00004827979,0.0005405987,0.008228462],"study_design_scores_gemma":[0.0001092924,0.0004280476,0.9942024,0.00005937156,0.0001881468,0.0003516024,0.00003159497,0.003705678,0.0001352284,0.0002675233,0.0005043552,0.00001652632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873142,0.006723545,0.001187362,0.0007464658,0.0001179753,0.00005779297,0.002141902,0.00007357779,0.001637236],"genre_scores_gemma":[0.9985044,0.0002206861,0.0004103565,0.00003628634,0.00003726987,0.00001325217,0.0006176581,0.000004546353,0.0001555838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004419446,"threshold_uncertainty_score":0.01704413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856525156729897,"score_gpt":0.2673784979887717,"score_spread":0.2488132464214728,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}